conftrace_

instruction following

396 papers

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Also known as

IF

Co-occurring keywords

large language model (13587) reinforcement learning (4352) benchmark evaluation (1556) language model (4599) multimodal learning (4645) instruction tuning (838) zero-shot learning (3650) model alignment (226) text generation (2913) vision-language navigation (118)

Papers

Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study EMNLP 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models AACL 2025
Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025
LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios ACL 2025
CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025
Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions NAACL 2025
mrCAD: Multimodal Communication to Refine Computer-aided Designs EMNLP 2025
Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025
AraEval: An Arabic Multi-Task Evaluation Suite for Large Language Models EMNLP 2025
LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING 2025
SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025
Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025
StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following ACL 2025
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding CVPR 2025
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025
MM-IFEngine: Towards Multimodal Instruction Following ICCV 2025
Fine-Tuning Large Language Models with Sequential Instructions NAACL 2025
Uncovering Factor-Level Preference to Improve Human-Model Alignment EMNLP 2025
Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision NAACL 2025
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025